diff --git a/README.md b/README.md
index 45ccea1c6d..fcc2ab9d57 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,8 @@
 [![Python Versions](https://img.shields.io/pypi/pyversions/pyqlib.svg?logo=python&logoColor=white)](https://pypi.org/project/pyqlib/#files)
 [![Platform](https://img.shields.io/badge/platform-linux%20%7C%20windows%20%7C%20macos-lightgrey)](https://pypi.org/project/pyqlib/#files)
-[![PypI Versions](https://img.shields.io/pypi/v/pyqlib)](https://pypi.org/project/pyqlib/#files)
+[![PypI Versions](https://img.shields.io/pypi/v/pyqlib)](https://pypi.org/project/pyqlib/#history)
+[![Upload Python Package](https://github.com/microsoft/qlib/workflows/Upload%20Python%20Package/badge.svg)](https://pypi.org/project/pyqlib/)
 [![Documentation Status](https://readthedocs.org/projects/qlib/badge/?version=latest)](https://qlib.readthedocs.io/en/latest/?badge=latest)
-![Upload Python Package](https://github.com/microsoft/qlib/workflows/Upload%20Python%20Package/badge.svg)
 [![License](https://img.shields.io/pypi/l/pyqlib)](LICENSE)
 [![Join the chat at https://gitter.im/Microsoft/qlib](https://badges.gitter.im/Microsoft/qlib.svg)](https://gitter.im/Microsoft/qlib?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)